Input Convex Neural Networks for Optimal Voltage Regulation

21 Feb 2020 Chen Yize Shi Yuanyuan Zhang Baosen

The increasing penetration of renewables in distribution networks calls for faster and more advanced voltage regulation strategies. A promising approach is to formulate the problem as an optimization problem, where the optimal reactive power injection from inverters are calculated to maintain the voltages while satisfying power network constraints... (read more)

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Categories


  • OPTIMIZATION AND CONTROL
  • SIGNAL PROCESSING